藤田 悠介

@article{okada2026crack, author = {Okada, Tatsuma and Fujita, Yusuke}, title = {Automatic Crack Localization and Shape Extraction Using Convolutional Block Attention Module and Score-CAM}, journal = {Journal of the Japan Society for Precision Engineering}, volume = {92}, number = {2}, pages = {181--186}, year = {2026}, doi = {10.2493/jjspe.92.181} }

@article{fujita2025refined, author = {Fujita, Yusuke and Sugihori, Iori and Uchida, Kenta}, title = {Refined multi-stage {MIL} for scalable crack detection with few labels}, journal = {Intelligence, Informatics and Infrastructure}, volume = {6}, number = {3}, pages = {1--14}, year = {2025}, doi = {10.11532/jsceiiai.6.3_1} }

@inproceedings{nakata2025crack, author = {Nakata, Kazuma and Fujita, Yusuke}, title = {Crack Segmentation with Covariate Shift Adaptation for Multi-Resolution Images}, booktitle = {ICIIBMS 2025}, pages = {458--463}, year = {2025}, doi = {10.1109/ICIIBMS66230.2025.11316729} }

@inproceedings{okada2025crack, author = {Okada, Tatsuma and Fujita, Yusuke}, title = {Weakly Supervised Crack Extraction via Score-{CAM} with Multi-Scale Patch Fusion and False-Positive Filtering}, booktitle = {ICIIBMS 2025}, pages = {480--485}, year = {2025}, doi = {10.1109/ICIIBMS66230.2025.11316695} }

@article{hayashi2024crack, author = {林, 知樹 and 藤田, 悠介}, title = {異常検知モデルを用いたコンクリート表面のひび割れ自動抽出}, journal = {AI・データサイエンス論文集}, volume = {5}, number = {3}, pages = {382--393}, year = {2024}, doi = {10.11532/jsceiii.5.3_382} }

@article{nakata2024roi, author = {Nakata, Kazuma and Fujita, Yusuke and Mitani, Yoshihiro and Hamamoto, Yoshihiko and Segawa, Makoto and Terai, Shuji and Sakaida, Isao}, title = {Automatic {ROI} Selection with Reliability Evaluation Method for Cirrhosis Detection Using Ultrasound Images}, journal = {IEEJ Transactions on Electrical and Electronic Engineering}, volume = {19}, number = {7}, pages = {1234--1244}, year = {2024}, doi = {10.1002/tee.24070} }

@inproceedings{nakata2024gcce, author = {Nakata, Kazuma and Fujita, Yusuke and Mitani, Yoshihiro and Hamamoto, Yoshihiko and Segawa, Makoto and Terai, Shuji}, title = {{ROI} Selection to Improve Prediction Performance of {CNN} for Cirrhosis Detection Using Ultrasound Images}, booktitle = {IEEE GCCE 2024}, pages = {636--640}, year = {2024}, doi = {10.1109/GCCE62371.2024.10760734} }

@article{fujita2023cirrhosis, author = {藤田, 悠介 and 三谷, 芳弘 and 浜本, 義彦}, title = {肝硬変診断のための超音波画像解析}, journal = {日本信頼性学会誌}, volume = {45}, number = {6}, pages = {312--319}, year = {2023}, note = {招待論文}, doi = {10.11348/reajshinrai.45.6_312} }

@article{fujita2023mil, author = {藤田, 悠介}, title = {多段階{Multiple-Instance Learning}を用いたひび割れ抽出モデル構築のためのアノテーション省力化}, journal = {AI・データサイエンス論文集}, volume = {4}, number = {3}, pages = {36--45}, year = {2023}, doi = {10.11532/jsceiii.4.3_36} }

@article{fujita2023unet, author = {Fujita, Yusuke and Tanaka, Tomoya and Hori, Takuma and Hamamoto, Yoshihiko}, title = {Classification Model Based on {U-Net} for Crack Detection from Asphalt Pavement Images}, journal = {Journal of Image and Graphics}, volume = {11}, number = {2}, pages = {121--126}, year = {2023}, doi = {10.18178/joig.11.2.121-126} }

@article{mitani2022image, author = {Mitani, Yoshihiro and Fisher, Robert B. and Fujita, Yusuke and Hamamoto, Yoshihiko and Sakaida, Isao}, title = {Image Correction Methods for Regions of Interest in Liver Cirrhosis Classification on {CNNs}}, journal = {Sensors}, volume = {22}, number = {9}, pages = {3378}, year = {2022}, doi = {10.3390/s22093378} }

@inproceedings{fujita2022mil, author = {Fujita, Yusuke and Ishihara, Keigo and Nakata, Kazuma and Mitani, Yoshihiro and Hamamoto, Yoshihiko and Segawa, Makoto and Terai, Shuji and Sakaida, Isao}, title = {Weakly Supervised Multiple Instance Learning for Cirrhosis Classification using Ultrasound Images}, booktitle = {ICIIBMS 2022}, pages = {225--229}, year = {2022}, doi = {10.1109/ICIIBMS55689.2022.9971604} }

@article{fujita2021crack, author = {藤田, 悠介 and 小林, 圭太 and 浜本, 義彦}, title = {深層学習を用いたひび割れ抽出の効率化および高精度化}, journal = {土木学会論文集F3}, volume = {77}, number = {1}, pages = {14--21}, year = {2021}, doi = {10.2208/jscejcei.77.1_14} }

@article{matsuo2019distinctive, author = {Matsuo, Koji and others}, title = {Distinctive Neuroanatomical Substrates for Depression in Bipolar Disorder versus Major Depressive Disorder}, journal = {Cerebral Cortex}, volume = {29}, number = {1}, pages = {202--214}, year = {2019}, doi = {10.1093/cercor/bhx319} }

@article{fujita2018synthesis, author = {藤田, 悠介 and 田口, 岳志 and 浜本, 義彦}, title = {コンクリート構造物の外観検査のための画像合成および半自動ひび割れ評価}, journal = {土木学会論文集F3}, volume = {74}, number = {1}, pages = {18--32}, year = {2018}, note = {土木情報学論文賞}, doi = {10.2208/jscejcei.74.18} }

@inproceedings{fujita2016milboost, author = {Fujita, Yusuke and Mitani, Yoshihiro and Hamamoto, Yoshihiko and Segawa, Makoto and Terai, Shuji and Sakaida, Isao}, title = {Training {ROI} Selection Based on {MILBoost} for Liver Cirrhosis Classification Using Ultrasound Images}, booktitle = {IEA/AIE 2016}, series = {LNCS}, volume = {9799}, pages = {451--459}, year = {2016} }

@article{tsunedomi2014irinotecan, author = {Tsunedomi, Ryouichi and Hazama, Shoichi and Fujita, Yusuke and Okayama, Naoya and Kanekiyo, Shinsuke and Inoue, Yoko and Yoshino, Shigefumi and Yamasaki, Tatsushi and Suehiro, Yutaka and Oba, Koji and Mishima, Hiroyuki and Sakamoto, Jun and Hamamoto, Yoshihiko and Oka, Masaaki}, title = {A novel system for predicting the toxicity of irinotecan based on statistical pattern recognition with {UGT1A} genotypes}, journal = {International Journal of Oncology}, volume = {45}, number = {4}, pages = {1381--1390}, year = {2014}, doi = {10.3892/ijo.2014.2556} }

@article{fujita2011robust, author = {Fujita, Yusuke and Hamamoto, Yoshihiko}, title = {A robust automatic crack detection method from noisy concrete surfaces}, journal = {Machine Vision and Applications}, volume = {22}, number = {2}, pages = {245--254}, year = {2011}, doi = {10.1007/s00138-009-0244-5} }

@inproceedings{fujita2010cirrhosis, author = {Fujita, Yusuke and Hamamoto, Yoshihiko and Segawa, Makoto and Terai, Shuji and Sakaida, Isao}, title = {An Improved Method for Cirrhosis Detection using Liver's Ultrasound Images}, booktitle = {ICPR 2010}, pages = {2294--2297}, year = {2010}, doi = {10.1109/ICPR.2010.561} }

@article{fujita2010crack, author = {藤田, 悠介 and 中村, 秀明 and 浜本, 義彦}, title = {画像処理によるコンクリート構造物の高精度なひび割れ自動抽出}, journal = {土木学会論文集F}, volume = {66}, number = {3}, pages = {459--470}, year = {2010}, note = {土木学会論文奨励賞}, doi = {10.2208/jscejf.66.459} }

@inproceedings{fujita2006crack, author = {Fujita, Yusuke and Mitani, Yoshihiro and Hamamoto, Yoshihiko}, title = {A Method for Crack Detection on a Concrete Structure}, booktitle = {ICPR 2006}, volume = {3}, pages = {901--904}, year = {2006}, doi = {10.1109/ICPR.2006.98} }